TRAttack”:" Text Rewriting Attack Against Text Retrieval

no code implementations • RepL4NLP (ACL) 2022 • Junshuai Song, Jiangshan Zhang, Jifeng Zhu, Mengyun Tang, Yong Yang

Text retrieval has been widely-used in many online applications to help users find relevant information from a text collection.

Retrieval Text Retrieval

Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing

1 code implementation • 9 Sep 2023 • Jinwen He, Kai Chen, Guozhu Meng, Jiangshan Zhang, Congyi Li

While enjoying the great achievements brought by deep learning (DL), people are also worried about the decision made by DL models, since the high degree of non-linearity of DL models makes the decision extremely difficult to understand.

SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems

1 code implementation • 19 Mar 2021 • Yuxuan Chen, Jiangshan Zhang, Xuejing Yuan, Shengzhi Zhang, Kai Chen, XiaoFeng Wang, Shanqing Guo

In this paper, we present our systematization of knowledge for ASR security and provide a comprehensive taxonomy for existing work based on a modularized workflow.

Adversarial Attack Automatic Speech Recognition +3